GPUCV: A Framework for Image Processing Acceleration with Graphics Processors

This paper presents a state of the art report on using graphics hardware for image processing and computer vision. Then we describe GPUCV, an open library for easily developing GPU accelerated image processing and analysis operators and applications

[1]  Robert Strzodka,et al.  Generalized distance transforms and skeletons in graphics hardware , 2004, VISSYM'04.

[2]  Anil Kokaram,et al.  Fast image interpolation for motion estimation using graphics hardware , 2004, IS&T/SPIE Electronic Imaging.

[3]  Martin Rumpf,et al.  Level set segmentation in graphics hardware , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[4]  Randima Fernando,et al.  The CG Tutorial: The Definitive Guide to Programmable Real-Time Graphics , 2003 .

[5]  Philippe Colantoni,et al.  Fast and Accurate Color Images Processing Using 3D Graphics Cards , 2003, VMV.

[6]  Dinesh Manocha,et al.  Fast computation of generalized Voronoi diagrams using graphics hardware , 1999, SIGGRAPH.

[7]  Brian Cabral,et al.  Accelerated volume rendering and tomographic reconstruction using texture mapping hardware , 1994, VVS '94.

[8]  Michael D. McCool,et al.  Metaprogramming GPUs with Sh , 2004 .

[9]  Ruigang Yang,et al.  Multi-resolution real-time stereo on commodity graphics hardware , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

[10]  Kenneth Moreland,et al.  The FFT on a GPU , 2003, HWWS '03.

[11]  Martin Rumpf,et al.  Nonlinear Diffusion in Graphics Hardware , 2001, VisSym.

[12]  Marcus A. Magnor,et al.  A graphics hardware implementation of the generalized Hough transform for fast object recognition, scale, and 3D pose detection , 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..

[13]  Robert Strzodka,et al.  Real-time motion estimation and visualization on graphics cards , 2004, IEEE Visualization 2004.

[14]  C. W. Pruett.  A Framework for Image Processing , 2004 .

[15]  Gary Bradski,et al.  Learning-Based Computer Vision with Intels Open Source Computer Vision Library , 2005 .

[16]  Steve Mann,et al.  OpenVIDIA: parallel GPU computer vision , 2005, MULTIMEDIA '05.